ODSC East 2024 Recap
It’s a wrap! ODSC East 2024 has come to and end and what a ride it was. I’ll have another post next week on the materials from my LL...
Building a Command ARR+ agent
In tutorial, LLM, Apr 11, 2024
Teaching text representation techniques
In tutorial, NLP, Mar 29, 2024
EU's AI Act - What it is, what it means
In AI policy, articles, Mar 15, 2024Building a Command ARR+ agent
This month superstar LLM startup Cohere released their Command-R+ model. I experimented with this model to create a functional (and ...
Read MoreAll Stories
ODSC East 2024 Recap
It’s a wrap! ODSC East 2024 has come to and end and what a ride it was. I’ll have another post next week on the materials from my LLM application workshop, but for now I wanted to ge...
In Conference recap, Apr 26, 2024
Building a Command ARR+ agent
This month superstar LLM startup Cohere released their Command-R+ model. I experimented with this model to create a functional (and free!) agent workflow to look up local events.
In tutorial, LLM, Apr 11, 2024
Teaching text representation techniques
This is an update of some materials from my Harvard NLP course. I focused here on three methods for representation of text data that are simple, quick and transparent. This is part ...
In tutorial, NLP, Mar 29, 2024
EU's AI Act - What it is, what it means
On Wednesday, European Union leaders approved the AI Act, which proposes a “risk categorization” framework for the use of AI. Some uses will be banned all together, while others will...
In AI policy, articles, Mar 15, 2024
LLM Apps Part 7 - Looking ahead
We’ve come to the end of my LLM app series (for now). I really enjoyed putting this together and I will be working in the coming weeks on expanding some of these sections. I’m looki...
In LLM App Series, LLM, tutorials, Mar 08, 2024
LLM Apps Part 6 - Call my LLM agent!
We’ve explored how to make our LLM applications conversational, relevant and personalized, but now it’s time to put them to work.
In LLM App Series, LLM, tutorials, Feb 26, 2024
Insight Lane at MIT
I’m still cranking away at part 6 of my LLM series, but I didn’t want you all to think I’d gone dormant again! This week I got the old band together to promote our Insight Lane crash ...
In updates, Feb 09, 2024
Fine-tuning ChatGPT for Dermatology
The main goal of my project with dermatology tech startup Melatech is to build a prototype clinical note generation engine. The notes generated need to have the following qualities:
In Dermatology, tutorial, LLM, Jan 24, 2024
Featured
-
LLM Apps Part 5 - Even finer tuning - Quantization and LoRA
In LLM App Series, LLM, tutorials, -
LLM Apps Part 4 - Only the finest tuning
In LLM App Series, LLM, tutorials, -
LLM Apps Part 3 - RAGs to riches
In LLM App Series, LLM, tutorials, -
LLM technology for dermatology
In Dermatology, research, -
The Embiggening of NLP - Part 3 - Fine-tuning
In LLM Intro Series, LLM, tutorials, -
The Embiggening of NLP - Part 2 - LARGE Language Models
In LLM Intro Series, LLM, tutorials,